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Figure/Table detail
Indoor positioning technology based on CSI phase sampling density
CHENG Cheng, WANG Wei
Integrated Circuits and Embedded Systems
, 2024, 24(
1
): 73-77.
算法
最大误差
最小误差
平均误差
NN
0.79
0.35
0.57
KNN
0.59
0.26
0.42
WKNN
0.57
0.21
0.36
Table 4
Experimental errors of three algorithms at a sampling interval of 0.5 m (Unit: m)
Other figure/table from this article
Fig. 1
Original phase and corrected phase after processing at three positions
Fig. 2
Correction phase of two different antennas at the same position
Fig. 3
Fingerprint library format
Fig. 4
CSI fingerprint map localization algorithm
Fig. 5
CSI Fingerprint Data Sampling Point Map
Table 1
Experimental errors for different sampling densities
Fig. 6
Comparison of positioning errors with different sampling intervals
Table 2
Experimental errors of three algorithms at a sampling interval of 0.3 m (Unit: m)
Table 3
Experimental errors of three algorithms at a sampling interval of 0.4 m (Unit: m)
Fig. 7
Comparison of positioning errors among three algorithms at different intervals